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Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Chaos Computing at AI Age
edited by , , Shijian Cang and
submission deadline 20 Jun 2026 | Viewed by 534 | Submission Open
Keywords: machine learning and chaos; chaos and swarm intelligence; chaos in recurrent neural networks; chaos-based optimization algorithms; AI-based techniques in chaotic dynamics prediction; machine learning in chaos-based encryption algorithms; security enhancement for chaos- and AI-based encryption algorithms
(This special issue belongs to the Section E4: Mathematical Physics)
Machine Learning for Bioinformatics Algorithms and Statistical Modeling
edited by
submission deadline 20 Jun 2026 | Viewed by 311 | Submission Open
Keywords: machine learning; bioinformatics; multi-view clustering; multi-omics data integration; spatial transcriptomics; graph learning; tensor and hypergraph methods; optimal transport; survival analysis; statistical modeling; regularization; Bayesian inference
(This special issue belongs to the Section D1: Probability and Statistics)
Distributed Control and Mathematical Modeling with Applications
edited by and Yichen Li
submission deadline 20 Jun 2026 | Viewed by 305 | Submission Open
Keywords: distributed control; distributed optimization; cyber-physical systems (CPS); mathematical modeling; distributed observers; distributed filters; large-scale systems; interconnected systems
(This special issue belongs to the Section E: Applied Mathematics)
Data-Driven Decentralized Learning for Future Communication Networks submission deadline 30 Jun 2026 | 6 articles | Viewed by 25542 | Submission Open
Keywords: decentralized learning for wireless communications; cloud– edge– deivce collaborative learning; wireless traffic analysis and resource management; intelligent communications; large language models and their application in communication networks
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Control of Complex Dynamical Systems and Robotics with Applications
edited by Gang Wang, and Qingdu Li
submission deadline 30 Jun 2026 | 12 articles | Viewed by 24684 | Submission Open
Keywords: modeling and control of robotics; machine learning algorithms; complex systems and stability analysis; distributed control of multiagent systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Metaheuristic Algorithms, 2nd Edition
edited by
submission deadline 30 Jun 2026 | 11 articles | Viewed by 16934 | Submission Open
Keywords: swarm intelligence; bio-inspired algorithms; evolutionary algorithms; neighborhood search algorithms; hybridized algorithms; metaheuristics applied to combinatorial problems; metaheuristics applied to continuous problems; empirical and theoretical research on metaheuristics; high-impact applications of metaheuristics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Optimization Theory, Algorithms and Applications
edited by Nataliya I. Kalashnykova
submission deadline 30 Jun 2026 | 11 articles | Viewed by 15317 | Submission Open
Keywords: continuous; discrete; and combinatorial optimization; global optimization; multilevel and multi-objective optimization; exact; heuristic; and metaheuristic algorithms; convergence and complexity issues; optimization in operations research and machine learning; multidisciplinary applications of optimization and operations research
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Modelling and Optimization of Service Supply Chain, 2nd Edition
edited by
submission deadline 30 Jun 2026 | 6 articles | Viewed by 14458 | Submission Open
Keywords: supply chain; service science; mathematical modeling; optimization; complex system; game theory; mathematical and numerical analysis of networks; operations management
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Artificial Intelligence and Mathematical Models in Robotics and Automation
edited by Biao Lu and Minnan Piao
submission deadline 30 Jun 2026 | 4 articles | Viewed by 13876 | Submission Open
Keywords: artificial intelligence; mathematical models; robotics; automation; machine learning; control theory; perception and sensing; decision making; human– robot interaction; autonomous systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Intelligent Algorithms for Decision Making Under Uncertainty
edited by Stoyan Tranev and
submission deadline 30 Jun 2026 | 9 articles | Viewed by 10965 | Submission Open
Keywords: artificial intelligence; decision support systems; data analytics; intelligent algorithms; intuitionistic fuzzy logic; large-scale problems; machine learning; numerical methods; optimization; predictive analytics; probabilistic models; stochastic processes; uncertainty quantification
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Stochastic Models in Mathematical Biology, 2nd Edition
edited by
submission deadline 30 Jun 2026 | 4 articles | Viewed by 10549 | Submission Open
Keywords: population dynamics; mathematical physiology; biophysics; signalling; Markov models; Markov decision processes; stochastic differential equations; branching processes; parametrisation of stochastic models; Bayesian analysis
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Computational Modeling and Optimization in Operations Research and Supply Chain Management
edited by Pedro Ivan Palominos
submission deadline 30 Jun 2026 | 3 articles | Viewed by 10344 | Submission Open
Keywords: optimization; mathematical modeling; operations research; operations management; logistics; computation; supply chain management; artificial intelligence
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Analysis on Differentiable Manifolds
edited by
submission deadline 30 Jun 2026 | 11 articles | Viewed by 9856 | Submission Open
Keywords: differentiable manifold; (pseudo-)Riemannian metric; submanifold; curvature; optimal inequalities; affine connection; polynomial structure; quasi-Einstein manifold; spacetime; geometric flow; soliton; vector field; fiber bundle; vector distribution; foliations
(This special issue belongs to the Section B: Geometry and Topology)
Mathematics Methods of Robotics and Intelligent Systems submission deadline 30 Jun 2026 | 7 articles | Viewed by 9819 | Submission Open
Keywords: nonlinear and hybrid robotic systems; distributed and multi-agent systems; multi-sensor fusion techniques and filtering; motion planning; optimal path design; swarm robotics; control theory; gaussian control; matrix control; H-infinity control; sliding mode control; multivariable control; neural control; nonlinear control; stochastic control; model predictive control; robust control; optimal control; adaptive control; time-varying control; fuzzy control; fractional-order control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Control Theory in Robot System submission deadline 30 Jun 2026 | 2 articles | Viewed by 9811 | Submission Open
Keywords: mathematics problems in robot motion and trajectory control; adaptive control in robotics and mechatronic; IA applications in robot control; robot optimal control; robot stability and analysis of dynamics
(This special issue belongs to the Section C2: Dynamical Systems)
Advances and Applications in Computational Fluid Dynamics submission deadline 30 Jun 2026 | 8 articles | Viewed by 9309 | Submission Open
Keywords: applied; computational; and mathematical physics; combustion and decomposition theories; computational thermal engineering; heat and mass transfer; magnetohydrodynamics (MHD); mechanics of fluids; environmental pollution
(This special issue belongs to the Section E: Applied Mathematics)
Reinforcement Learning in Edge Intelligence for Next-Generation Communications and Security
edited by Xiaozhen Lu
submission deadline 30 Jun 2026 | 4 articles | Viewed by 9102 | Submission Open
Keywords: reinforcement learning; edge intelligence architecture; next-generation communications; security and privacy; zero-trust architecture; federated learning-enabled edge intelligence; resource allocation and optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics Applications of Artificial Intelligence and Computer Vision
edited by Dimitrios Tsourounis
submission deadline 30 Jun 2026 | 2 articles | Viewed by 8381 | Submission Open
Keywords: computer vision; artificial intelligence; mathematical modeling; image processing; deep learning; pattern recognition; geometric methods; knowledge distillation; optimization techniques; computational intelligence
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Recent Advances in Planning and Scheduling for Supply Chain Optimization
edited by and
submission deadline 30 Jun 2026 | 7 articles | Viewed by 8171 | Submission Open
Keywords: planning and scheduling; production scheduling; logistics optimization; facility location; combination optimization; evolutionary computation; machine learning
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Methods for Image Processing and Computer Vision
edited by Rogelio Hasimoto-Beltran and Oscar Susano Dalmau Cedeño
submission deadline 30 Jun 2026 | 5 articles | Viewed by 6860 | Submission Open
Keywords: image processing; computer vision; mathematical morphology and topology; machine learning and deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovative Approaches to Modeling Complex Systems submission deadline 30 Jun 2026 | 2 articles | Viewed by 6833 | Submission Open
Keywords: complex systems; nonlinear dynamics; chaos theory and fractals; dynamical systems and network theory; differential equations (including hybrid and unconventional forms); discovery science and knowledge discovery; transfer learning and adaptive models; context-driven approaches; data mining and information extraction; intuitive modeling approaches
(This special issue belongs to the Section E: Applied Mathematics)
Research on Applied Partial Differential Equations
edited by Erwin Suazo and
submission deadline 30 Jun 2026 | 5 articles | Viewed by 6455 | Submission Open
Keywords: fractional calculus; ordinary differential equations; partial differential equations; stochastic differential equations; nonlinear wave propagation; applications of difference and differential equations in finance (or applications in finance); differential learning methods
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advanced Research in Mathematical Economics and Financial Modelling, 2nd Edition submission deadline 30 Jun 2026 | 8 articles | Viewed by 6272 | Submission Open
Keywords: mathematical economics; financial modelling; financial engineering; structural equation modelling; spatial statistics and econometrics; stochastic optimization; measurement; network analysis and sampling techniques
(This special issue belongs to the Section E5: Financial Mathematics)
Numerical Methods for Scientific Computing
edited by Ching-Sung Liu and
submission deadline 30 Jun 2026 | 5 articles | Viewed by 6083 | Submission Open
Keywords: numerical methods; numerical differential equations; numerical optimization; numerical linear algebra; numerical multilinear algebra; eigenvalue problems; nonlinear eigenvalue problems; matrix approximation; tensor approximation; bisection method; Newton’ s method; secant method; integration; midpoint rule; trapezoidal rule; adaptive integration; initial value problem; euler method; second-order runge-kutta methods; system of differential equations; boundary value problems; linear algebra; gaussian elimination; finite difference approximation; iterative methods; piecewise linear interpolation; multidimensional interpolation; least-squares approximation
(This special issue belongs to the Section E: Applied Mathematics)
Artificial Intelligence, Algorithms, and Databases: Innovations and Cross-Disciplinary Impact
edited by , , Xiaohui Yan and Sicheng Hou
submission deadline 30 Jun 2026 | 6 articles | Viewed by 5797 | Submission Open
Keywords: artificial intelligence; deep learning; swarm intelligence; data-driven optimization methods; time-series forecasting; computational intelligence and evolutionary algorithms; meta-heuristic algorithms; intelligent optimization algorithms; data mining; CNNs; RNNs; LSTMs; autoencoders; GANs; transformers; time-series anomaly detection    
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Modern Supply Chain Management and Information Technology
edited by Meichuan Cheng and Alexis P.I. Goh
submission deadline 30 Jun 2026 | 2 articles | Viewed by 5141 | Submission Open
Keywords: inventory management; green supply chain and information technology integration; reverse logistics and sustainability; subscription economy; Internet of Things in supply chain management; sustainability assessment and resilience analysis of critical infrastructures; computer graphics and visualization; network theory and optimization; information retrieval and natural language processing; optimization algorithm; operations research and optimization
(This special issue belongs to the Section E: Applied Mathematics)
Emerging Applications of Artificial Intelligence Algorithms in Computer and Network Security
edited by , , Yeim-Kuan Chang and Yung-Chung Wang
submission deadline 30 Jun 2026 | 4 articles | Viewed by 4810 | Submission Open
Keywords: artificial intelligence; computer security; network security; machine learning; malware detection; intrusion detection; steganalysis
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Evolutionary Machine Learning for Real-World Applications
edited by Azam Asilian Bidgoli
submission deadline 30 Jun 2026 | 2 articles | Viewed by 4339 | Submission Open
Keywords: evolutionary computation; machine learning; evolutionary machine learning; swarm intelligence optimization; multi-objective optimization; neuroevolution; deep learning optimization; evolutionary architecture search                  
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Optimization and Computational Mechanics
edited by Hongwei Guo and Shan Lin
submission deadline 30 Jun 2026 | 2 articles | Viewed by 3972 | Submission Open
Keywords: mathematical optimization; computational mechanics; structural optimization; numerical methods; reliability analysis; stability analysis; geotechnical engineering; machine learning in optimization; design optimization; material modeling
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Methods in Intelligent Transportation Systems, 2nd Edition
edited by
submission deadline 30 Jun 2026 | 2 articles | Viewed by 3389 | Submission Open
Keywords: mathematical models for ITSs; traffic optimization and control; multiobjective optimization for ITSs; mathematical models for road traffic; mathematical models for public transport; reinforcement learning models and applications for ITSs; optimal control for ITSs; artificial Intelligence for ITSs; machine learning for ITSs; algebraic models for ITSs; dynamic systems and models for ITSs; cellular automaton models for ITSs; multi-agent models for ITSs; mean-field models for ITSs; new approaches and models for ITSs; stochastic modeling for ITSs; data-based models for ITSs; traffic control systems; autonomous vehicles; mathematical models and methods for micromobility
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Risk Models and Actuarial Science
edited by Rui Manuel Rodrigues Cardoso
submission deadline 30 Jun 2026 | 2 articles | Viewed by 3370 | Submission Open
Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //
(This special issue belongs to the Section E5: Financial Mathematics)
Advances in Nonlinear Analysis and Applications
edited by
submission deadline 30 Jun 2026 | 4 articles | Viewed by 3362 | Submission Open
Keywords: nonlinear analysis; nonlinear functional analysis; nonlinear differential equations; dynamical systems; bifurcation theory; nonlinear ergodic theory; variational inequalities; fixed-point theory; nonlinear phenomena
(This special issue belongs to the Section C2: Dynamical Systems)
Advanced Research in Pure and Applied Algebra, 2nd Edition
edited by
submission deadline 30 Jun 2026 | 4 articles | Viewed by 3261 | Submission Open
Keywords: lie Algebra and lie superalgebra; associative algebra; eepresentation theory; cluster algebra; Rota-Baxter algebra; group theory; braces; quantum algebra; matrix algebra
(This special issue belongs to the Section A: Algebra and Logic)
Advances in Fractional Calculus for Modeling and Applications submission deadline 30 Jun 2026 | 6 articles | Viewed by 3243 | Submission Open
Keywords: fractional calculus; non-integer order modeling; fractional differential equations; fractional integral inequalities; fractional-order control; computational and numerical methods
(This special issue belongs to the Section E: Applied Mathematics)
Innovations and Applications of Machine Learning Techniques
edited by and Héctor Allende-Cid
submission deadline 30 Jun 2026 | 3 articles | Viewed by 3172 | Submission Open
Keywords: machine learning; deep learning; large language models; big data; pattern recognition; generative artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Recent Studies in Number Theory and Algebraic Geometry
edited by Evgeniy Zorin
submission deadline 30 Jun 2026 | 2 articles | Viewed by 2695 | Submission Open
Keywords: analytic number theory; arithmetic geometry; diophantine approximations; interactions of number theory; multifractal analysis; computational results
(This special issue belongs to the Section B: Geometry and Topology)
Robotics and Intelligent Systems: New Mathematical Challenges and Algorithmic Innovations
edited by Ming Xie
submission deadline 30 Jun 2026 | 2 articles | Viewed by 2671 | Submission Open
Keywords: mathematical principles underlying advanced robot’ s perception; mathematical principles underlying advanced robot’ s thinking; mathematical principles underlying advanced robot’ s planning; mathematical principles underlying advanced robot’ s composition; mathematical principles underlying advanced robot’ s control; mathematical principles underlying advanced robot’ s communication
(This special issue belongs to the Section E: Applied Mathematics)
Stochastic Differential Equations and Applications
edited by and Christos P. Kitsos
submission deadline 30 Jun 2026 | 3 articles | Viewed by 2442 | Submission Open
Keywords: stochastic differential equations; numerical methods for stochastic differential equations; stochastic processes; mathematical finance
(This special issue belongs to the Section C1: Difference and Differential Equations)
Differential Equations Applied in Fluid Dynamics
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 2161 | Submission Open
Keywords: fluid dynamics; symmetry transformations; differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Statistical Analysis and AI Models in the Big Data Era
edited by and
submission deadline 30 Jun 2026 | Viewed by 2091 | Submission Open
Keywords: uncertainty quantification; robustness; machine learning; deep learning; advanced statistics; AI; big data; conformal prediction
(This special issue belongs to the Section D1: Probability and Statistics)
Application of Neural Networks and Deep Learning, 2nd Edition
edited by and Yundi Chu
submission deadline 30 Jun 2026 | 2 articles | Viewed by 2013 | Submission Open
Keywords: fuzzy neural network control; intelligent control; reinforcement learning; deep learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical and Statistical Methods for Prediction and Optimisation in Artificial Intelligence
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 2007 | Submission Open
Keywords: predictive modelling; machine learning; Bayesian inference; uncertainty quantification; convex and non-convex optimisation; graph attention networks; graph neural networks; intelligent logistics and applications; intelligent manufacturing                
(This special issue belongs to the Section E: Applied Mathematics)
Modeling and Simulation in Engineering, 4th Edition submission deadline 30 Jun 2026 | 1 articles | Viewed by 1860 | Submission Open
Keywords: simulation software; numerical solutions of multi-physics problems; advanced designing methods; models and analysis of electromagnetic devices; design of experiments and measurement techniques
(This special issue belongs to the Section E: Applied Mathematics)
Applications of Differential Equations and Mathematical Modelling in Mathematical Biology submission deadline 30 Jun 2026 | 2 articles | Viewed by 1762 | Submission Open
Keywords: differential equations; mathematical biology; nonlinear models
(This special issue belongs to the Section E3: Mathematical Biology)
Time Series Analysis: Methods and Applications submission deadline 30 Jun 2026 | 3 articles | Viewed by 1685 | Submission Open
Keywords: time series analysis; nonlinear and non-stationary processes; multivariate time series; functional time series; robust and semiparametric methods; stochastic process modeling; Bayesian inference and Bayesian control charts; machine learning and deep learning for time series; forecasting and prediction; epidemiological and SEIRD/SEIRDV models; public health surveillance; financial and economic time series; industrial statistics and quality control; profile monitoring; high-dimensional and spatio-temporal data; missing and contaminated data; longitudinal and survival data; operations research and optimization; risk modeling and economic capital models    
(This special issue belongs to the Section D1: Probability and Statistics)
Clifford Analysis: Theory, Methods, and Multidisciplinary Applications
edited by Ji-eun Kim
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1601 | Submission Open
Keywords: clifford analysis; monogenic functions; dirac operator; hypercomplex analysis; partial differential equations; geometric calculus; mathematical physics; signal and image processing
(This special issue belongs to the Section C: Mathematical Analysis)
Portfolio Optimization and Risk Management In Financial Markets 
edited by , , Kuangxi Su and
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1510 | Submission Open
Keywords: portfolio optimization; risk management; AI in finance; reinforcement learning and robust optimization; market sentiment modeling; automated trading systems; high-frequency finance; ESG and sustainable investing; financial uncertainty modeling; crypto assets and digital finance
(This special issue belongs to the Section E5: Financial Mathematics)
Recent Developments in Partial Differential Equations and Their Applications
edited by Mengyao Ding
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1456 | Submission Open
Keywords: nonlinear elliptic and parabolic equations; nonlocal operators; chemotaxis models; fluid equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advances in Robust Control Theory and Its Applications submission deadline 30 Jun 2026 | 3 articles | Viewed by 1415 | Submission Open
Keywords: nonlinear control; robust control; control applications; control systems; dynamic systems; control methodologies; sliding mode control; LQR-control; nonlinear control techniques
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Theory and Multidisciplinary Applications of Computational Intelligence
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 1335 | Submission Open
Keywords: artificial intelligence; computational intelligence; neural networks; fuzzy systems; evolutionary computation; mathematical foundations
(This special issue belongs to the Section E: Applied Mathematics)
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